What are the hardware requirements for Motif 3?

Motif 3 requires approximately 90.8 GB of VRAM and supports a context window of 256K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Motif 3 and how large is it?

Motif 3 is developed by Motif-Technologies, a model with 314.8b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Motif 3?

Motif 3 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Motif 3 by Motif-Technologies — VRAM 90.8GB, 256K context

Name: Motif 3
Author: Motif-Technologies

Motif 3 is an open-source language model by Motif-Technologies. Features: 314.8b LLM, VRAM: 90.8GB, Context: 256K, License: mit, LLM Explorer Score: 0.28.

Arxiv:2608.09119 Base model:finetune:motif-tech... Base model:motif-technologies/... Conversational Custom code En Eval-results Feature-extraction Ko Mixture-of-experts Moe Motif Motif-3 Multilingual Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/Motif-Technologies/Motif-3

Motif 3 Parameters and Internals

LLM Name	Motif 3
Repository 🤗	https://huggingface.co/Motif-Technologies/Motif-3
Base Model(s)	Motif 3 Base Motif-Technologies/Motif-3-Base
Model Size	314.8b
Required VRAM	90.8 GB
Updated	2026-08-11
Maintainer	Motif-Technologies
Model Type	Motif
Model Files	2.5 GB: 1-of-155 0.3 GB: 2-of-155 4.0 GB: 3-of-155 0.2 GB: 4-of-155 4.0 GB: 5-of-155 0.2 GB: 6-of-155 4.0 GB: 7-of-155 0.2 GB: 8-of-155 4.0 GB: 9-of-155 0.2 GB: 10-of-155 4.0 GB: 11-of-155 0.2 GB: 12-of-155 4.0 GB: 13-of-155 0.2 GB: 14-of-155 4.0 GB: 15-of-155 0.2 GB: 16-of-155 4.0 GB: 17-of-155 0.2 GB: 18-of-155 4.0 GB: 19-of-155 0.2 GB: 20-of-155 4.0 GB: 21-of-155 0.2 GB: 22-of-155 4.0 GB: 23-of-155 0.2 GB: 24-of-155 4.0 GB: 25-of-155 0.2 GB: 26-of-155 4.0 GB: 27-of-155 0.2 GB: 28-of-155 4.0 GB: 29-of-155 0.2 GB: 30-of-155 4.0 GB: 31-of-155 0.2 GB: 32-of-155 4.0 GB: 33-of-155 0.2 GB: 34-of-155 4.0 GB: 35-of-155 0.2 GB: 36-of-155 4.0 GB: 37-of-155 0.2 GB: 38-of-155 4.0 GB: 39-of-155 0.2 GB: 40-of-155 4.0 GB: 41-of-155 0.2 GB: 42-of-155 4.0 GB: 43-of-155
Supported Languages	en ko
Model Architecture	MotifForCausalLM
License	mit
Context Length	262144
Model Max Length	262144
Transformers Version	5.7.0
Vocabulary Size	220160

Rank the Motif 3 capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Quantized Models of the Motif 3

Model	Likes	Downloads	VRAM
Motif 3 Alis MLX 8bit	2	17	191 GB

Best Alternatives to Motif 3

Best Alternatives	Context / RAM	Downloads	Likes
Motif 3 Beta	256K / 91 GB	4548	208
Motif 3 Base	256K / 95 GB	0	18

Note: green Score (e.g. "73.2") means that the model is better than Motif-Technologies/Motif-3.